Bee race classification
| goal / problem solved | 👁️Observability of bee colony |
|---|---|
| Status | Idea |
| billing plan | 3-professional |
| verticality | vertical |
| Priority | 3 |
| estimate | 5 |
| impact = priority % | 15 |
| Tags | ML |
Problem
Beekeepers don't always know what kind of bees they have.
Acceptance criteria
Given an image (url or binary stream/file) and bounding boxes of detected bees, return what races of bees we are dealing with and its probability distribution.
Suggested high-level steps
- get a list of possible bee races
- gather images of these [hopefully over time gratheon has enough user contributions]
- train a classifier model
- make proof of concept service that will run inference and output a result